Evidence map›Paper›PMID 42495825›Full record

ArticleSmall (Weinheim an der Bergstrasse, Germany)2026

Water Droplet Hammer: Piezoelectric Sensing of Ultrafast Mechanical Transients During Droplet Impact.

Ian Kim, Chen Lin, Zuer Wu, Siyuan Rao, Qianbin Wang

Abstract read
In one paragraph

Article in Small (Weinheim an der Bergstrasse, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Ian KimDepartment of Biomedical Engineering, Binghamton University, State University of New York, Binghamton, New York, USA.
Chen LinDepartment of Biomedical Engineering, Binghamton University, State University of New York, Binghamton, New York, USA.
Zuer WuDepartment of Biomedical Engineering, Binghamton University, State University of New York, Binghamton, New York, USA.
Siyuan RaoDepartment of Biomedical Engineering, Binghamton University, State University of New York, Binghamton, New York, USA.
Qianbin WangDepartment of Biomedical Engineering, Binghamton University, State University of New York, Binghamton, New York, USA.

Funding

Magnetic Modulation on Targeted Neural Circuits in AutismR00MH120279 · NIMH · UNIVERSITY OF MASSACHUSETTS AMHERST · PI RAO, SIYUAN · 2021 to 2023
$747k
Binghamton UniversityFoundation Research Grants for Health Sciences and Technology 105383National Science Foundation CAREER Program 2414753National Science Foundation CAREER Program 2442112NIMH NIH HHS R00 MH120279Wellcome Trust 105383
6 · The paper itself

Abstract

Erosion and fracture caused by repeated water-droplet impacts are often attributed to splash-mediated material removal, high-pressure impulsive loading, or cavitation. Yet, the mechanical response during the earliest instant of impact remains difficult to capture. Using a high-temporal-resolution polyvinylidene fluoride (PVDF) piezoelectric sensor combined with high-speed imaging, we directly measure substrate-coupled mechanical transients during a single water-droplet impact. A strong impulsive strain response appears within the first 2 ms after contact, followed by coherent 100-500 Hz oscillations at the water-solid interface during the first 20 ms, before any rebound occurs. The oscillation frequency is modulated by an effective interfacial stiffness, whereas the impulsive peak-to-peak response scales with droplet size and impact velocity. The experimentally captured signals provide direct experimental evidence of ultrafast substrate-coupled mechanical transients during droplet impact and establish a minimal inertial-capillary framework for understanding mechanical signatures that may contribute to low- to moderate-speed droplet-induced erosion and fatigue.

Indexed as

droplet impactinterfacial oscillationPVDF piezoelectric sensingsubstrate‐coupled strainsuperhydrophobic surface

Identifiers

PMID42495825
PMCPMC13569044

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.